Dataset statistics
| Number of variables | 25 |
|---|---|
| Number of observations | 1000000 |
| Missing cells | 7526151 |
| Missing cells (%) | 30.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 190.7 MiB |
| Average record size in memory | 200.0 B |
Variable types
| Categorical | 17 |
|---|---|
| Numeric | 8 |
ad_type has constant value "Propiedad" | Constant |
price_period has constant value "Mensual" | Constant |
id has a high cardinality: 1000000 distinct values | High cardinality |
start_date has a high cardinality: 371 distinct values | High cardinality |
end_date has a high cardinality: 449 distinct values | High cardinality |
created_on has a high cardinality: 371 distinct values | High cardinality |
l3 has a high cardinality: 343 distinct values | High cardinality |
l4 has a high cardinality: 64 distinct values | High cardinality |
l6 has a high cardinality: 164 distinct values | High cardinality |
title has a high cardinality: 364029 distinct values | High cardinality |
description has a high cardinality: 512446 distinct values | High cardinality |
rooms is highly correlated with bedrooms and 3 other fields | High correlation |
bedrooms is highly correlated with rooms and 3 other fields | High correlation |
bathrooms is highly correlated with rooms and 4 other fields | High correlation |
surface_total is highly correlated with rooms and 4 other fields | High correlation |
surface_covered is highly correlated with rooms and 4 other fields | High correlation |
price is highly correlated with bathrooms and 2 other fields | High correlation |
rooms is highly correlated with bedrooms and 1 other fields | High correlation |
bedrooms is highly correlated with rooms and 1 other fields | High correlation |
bathrooms is highly correlated with rooms and 1 other fields | High correlation |
rooms is highly correlated with bedrooms and 3 other fields | High correlation |
bedrooms is highly correlated with rooms and 3 other fields | High correlation |
bathrooms is highly correlated with rooms and 3 other fields | High correlation |
surface_total is highly correlated with rooms and 3 other fields | High correlation |
surface_covered is highly correlated with rooms and 3 other fields | High correlation |
property_type is highly correlated with ad_type and 1 other fields | High correlation |
l2 is highly correlated with ad_type and 4 other fields | High correlation |
ad_type is highly correlated with property_type and 7 other fields | High correlation |
currency is highly correlated with ad_type and 1 other fields | High correlation |
l5 is highly correlated with l2 and 4 other fields | High correlation |
l4 is highly correlated with l2 and 4 other fields | High correlation |
operation_type is highly correlated with ad_type and 1 other fields | High correlation |
l1 is highly correlated with l2 and 4 other fields | High correlation |
price_period is highly correlated with property_type and 7 other fields | High correlation |
lat is highly correlated with lon and 3 other fields | High correlation |
lon is highly correlated with lat | High correlation |
l1 is highly correlated with l2 | High correlation |
l2 is highly correlated with lat and 2 other fields | High correlation |
l4 is highly correlated with lat and 2 other fields | High correlation |
l5 is highly correlated with lat and 1 other fields | High correlation |
rooms is highly correlated with bedrooms and 1 other fields | High correlation |
bedrooms is highly correlated with rooms | High correlation |
bathrooms is highly correlated with rooms | High correlation |
lat has 259719 (26.0%) missing values | Missing |
lon has 259718 (26.0%) missing values | Missing |
l3 has 62812 (6.3%) missing values | Missing |
l4 has 726005 (72.6%) missing values | Missing |
l5 has 840873 (84.1%) missing values | Missing |
l6 has 945253 (94.5%) missing values | Missing |
rooms has 827913 (82.8%) missing values | Missing |
bedrooms has 623954 (62.4%) missing values | Missing |
bathrooms has 200507 (20.1%) missing values | Missing |
surface_total has 958758 (95.9%) missing values | Missing |
surface_covered has 940091 (94.0%) missing values | Missing |
price_period has 878833 (87.9%) missing values | Missing |
surface_covered is highly skewed (γ1 = 176.2420211) | Skewed |
price is highly skewed (γ1 = 315.3462535) | Skewed |
id is uniformly distributed | Uniform |
id has unique values | Unique |
bedrooms has 31356 (3.1%) zeros | Zeros |
Reproduction
| Analysis started | 2021-10-20 23:42:59.113938 |
|---|---|
| Analysis finished | 2021-10-20 23:53:06.010674 |
| Duration | 10 minutes and 6.9 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
| Distinct | 1000000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.6 MiB |
| KsjahK62rxcYKXXQjOdkqw== | 1 |
|---|---|
| OltPpW3A+j+Gm03MT5HWxw== | 1 |
| 2JCCy/+Bw9AMAwKYgwCSVA== | 1 |
| hFw4jUlcDzMl2Ks0fAkXRg== | 1 |
| Zg0vkOO0x66JMP5SOo+ZqA== | 1 |
| Other values (999995) |
Length
| Max length | 24 |
|---|---|
| Median length | 24 |
| Mean length | 24 |
| Min length | 24 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 1000000 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | KsjahK62rxcYKXXQjOdkqw== |
|---|---|
| 2nd row | Y+gsBZYq1zu5NoR3V5oUGA== |
| 3rd row | Jpzqxj8/Vgf3Aa5ASxUBNg== |
| 4th row | ieuFnkFx/yHDD66iMV14Gw== |
| 5th row | g4u5JM+hAHEk8SukRSjMzg== |
Common Values
| Value | Count | Frequency (%) |
| KsjahK62rxcYKXXQjOdkqw== | 1 | < 0.1% |
| OltPpW3A+j+Gm03MT5HWxw== | 1 | < 0.1% |
| 2JCCy/+Bw9AMAwKYgwCSVA== | 1 | < 0.1% |
| hFw4jUlcDzMl2Ks0fAkXRg== | 1 | < 0.1% |
| Zg0vkOO0x66JMP5SOo+ZqA== | 1 | < 0.1% |
| cSbm8NkM1bcfQlhgBH2iSg== | 1 | < 0.1% |
| 4Ds3xWhgtHn4hxDLfQTd7w== | 1 | < 0.1% |
| S10GHxOqheGG4KrCT3/pjw== | 1 | < 0.1% |
| Ey8dCpEV9nj7KxZazhA0Dg== | 1 | < 0.1% |
| f30ZbE+miZYeNZkT00ecFw== | 1 | < 0.1% |
| Other values (999990) | 999990 |
Length
| Value | Count | Frequency (%) |
| ksjahk62rxcykxxqjodkqw | 1 | < 0.1% |
| lyb0igia93isqljtbdsv3w | 1 | < 0.1% |
| tcr0yitx/s6ebjwwueptbw | 1 | < 0.1% |
| 0/yuotnxoy9ezx/h9vbqga | 1 | < 0.1% |
| jpzqxj8/vgf3aa5asxubng | 1 | < 0.1% |
| ieufnkfx/yhdd66imv14gw | 1 | < 0.1% |
| g4u5jm+hahek8sukrsjmzg | 1 | < 0.1% |
| s9t8nkj/yyndmxxrz1emq | 1 | < 0.1% |
| 0dbic9qjv2fl9oq0s+xasa | 1 | < 0.1% |
| 0/s4pbwarkyd3ndmyzztpq | 1 | < 0.1% |
| Other values (999990) | 999990 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.6 MiB |
| Propiedad |
|---|
Length
| Max length | 9 |
|---|---|
| Median length | 9 |
| Mean length | 9 |
| Min length | 9 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Propiedad |
|---|---|
| 2nd row | Propiedad |
| 3rd row | Propiedad |
| 4th row | Propiedad |
| 5th row | Propiedad |
Common Values
| Value | Count | Frequency (%) |
| Propiedad | 1000000 |
Length
Pie chart
| Value | Count | Frequency (%) |
| propiedad | 1000000 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 371 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.6 MiB |
| 2020-08-27 | 13627 |
|---|---|
| 2020-07-27 | 10260 |
| 2020-09-25 | 9807 |
| 2021-02-15 | 9578 |
| 2021-02-16 | 9186 |
| Other values (366) |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2020-10-07 |
|---|---|
| 2nd row | 2020-10-07 |
| 3rd row | 2020-10-07 |
| 4th row | 2020-10-07 |
| 5th row | 2020-10-07 |
Common Values
| Value | Count | Frequency (%) |
| 2020-08-27 | 13627 | 1.4% |
| 2020-07-27 | 10260 | 1.0% |
| 2020-09-25 | 9807 | 1.0% |
| 2021-02-15 | 9578 | 1.0% |
| 2021-02-16 | 9186 | 0.9% |
| 2020-08-20 | 8300 | 0.8% |
| 2020-12-17 | 6755 | 0.7% |
| 2020-10-23 | 6725 | 0.7% |
| 2020-10-07 | 6716 | 0.7% |
| 2020-11-23 | 6703 | 0.7% |
| Other values (361) | 912343 |
Length
| Value | Count | Frequency (%) |
| 2020-08-27 | 13627 | 1.4% |
| 2020-07-27 | 10260 | 1.0% |
| 2020-09-25 | 9807 | 1.0% |
| 2021-02-15 | 9578 | 1.0% |
| 2021-02-16 | 9186 | 0.9% |
| 2020-08-20 | 8300 | 0.8% |
| 2020-12-17 | 6755 | 0.7% |
| 2020-10-23 | 6725 | 0.7% |
| 2020-10-07 | 6716 | 0.7% |
| 2020-11-23 | 6703 | 0.7% |
| Other values (361) | 912343 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 449 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.6 MiB |
| 9999-12-31 | |
|---|---|
| 2020-08-27 | 9544 |
| 2020-11-13 | 9483 |
| 2021-02-15 | 8945 |
| 2021-02-16 | 7560 |
| Other values (444) |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2021-10-09 |
|---|---|
| 2nd row | 2021-01-06 |
| 3rd row | 2020-10-07 |
| 4th row | 2021-04-12 |
| 5th row | 9999-12-31 |
Common Values
| Value | Count | Frequency (%) |
| 9999-12-31 | 143986 | 14.4% |
| 2020-08-27 | 9544 | 1.0% |
| 2020-11-13 | 9483 | 0.9% |
| 2021-02-15 | 8945 | 0.9% |
| 2021-02-16 | 7560 | 0.8% |
| 2021-03-02 | 6848 | 0.7% |
| 2021-03-26 | 6546 | 0.7% |
| 2021-03-25 | 6526 | 0.7% |
| 2020-09-09 | 6278 | 0.6% |
| 2020-12-21 | 5979 | 0.6% |
| Other values (439) | 788305 |
Length
| Value | Count | Frequency (%) |
| 9999-12-31 | 143986 | 14.4% |
| 2020-08-27 | 9544 | 1.0% |
| 2020-11-13 | 9483 | 0.9% |
| 2021-02-15 | 8945 | 0.9% |
| 2021-02-16 | 7560 | 0.8% |
| 2021-03-02 | 6848 | 0.7% |
| 2021-03-26 | 6546 | 0.7% |
| 2021-03-25 | 6526 | 0.7% |
| 2020-09-09 | 6278 | 0.6% |
| 2020-12-21 | 5979 | 0.6% |
| Other values (439) | 788305 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 371 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.6 MiB |
| 2020-08-27 | 13627 |
|---|---|
| 2020-07-27 | 10260 |
| 2020-09-25 | 9807 |
| 2021-02-15 | 9578 |
| 2021-02-16 | 9186 |
| Other values (366) |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2020-10-07 |
|---|---|
| 2nd row | 2020-10-07 |
| 3rd row | 2020-10-07 |
| 4th row | 2020-10-07 |
| 5th row | 2020-10-07 |
Common Values
| Value | Count | Frequency (%) |
| 2020-08-27 | 13627 | 1.4% |
| 2020-07-27 | 10260 | 1.0% |
| 2020-09-25 | 9807 | 1.0% |
| 2021-02-15 | 9578 | 1.0% |
| 2021-02-16 | 9186 | 0.9% |
| 2020-08-20 | 8300 | 0.8% |
| 2020-12-17 | 6755 | 0.7% |
| 2020-10-23 | 6725 | 0.7% |
| 2020-10-07 | 6716 | 0.7% |
| 2020-11-23 | 6703 | 0.7% |
| Other values (361) | 912343 |
Length
| Value | Count | Frequency (%) |
| 2020-08-27 | 13627 | 1.4% |
| 2020-07-27 | 10260 | 1.0% |
| 2020-09-25 | 9807 | 1.0% |
| 2021-02-15 | 9578 | 1.0% |
| 2021-02-16 | 9186 | 0.9% |
| 2020-08-20 | 8300 | 0.8% |
| 2020-12-17 | 6755 | 0.7% |
| 2020-10-23 | 6725 | 0.7% |
| 2020-10-07 | 6716 | 0.7% |
| 2020-11-23 | 6703 | 0.7% |
| Other values (361) | 912343 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 168888 |
|---|---|
| Distinct (%) | 22.8% |
| Missing | 259719 |
| Missing (%) | 26.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.822492722 |
| Minimum | -75.64033 |
|---|---|
| Maximum | 85.05112878 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 35 |
| Negative (%) | < 0.1% |
| Memory size | 7.6 MiB |
Quantile statistics
| Minimum | -75.64033 |
|---|---|
| 5-th percentile | 3.3715569 |
| Q1 | 4.642 |
| median | 5.0470197 |
| Q3 | 6.3365977 |
| 95-th percentile | 11.003 |
| Maximum | 85.05112878 |
| Range | 160.6914588 |
| Interquartile range (IQR) | 1.6945977 |
Descriptive statistics
| Standard deviation | 2.239671814 |
|---|---|
| Coefficient of variation (CV) | 0.3846585854 |
| Kurtosis | 47.59916879 |
| Mean | 5.822492722 |
| Median Absolute Deviation (MAD) | 1.1570197 |
| Skewness | 0.04041099925 |
| Sum | 4310280.734 |
| Variance | 5.016129833 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.119 | 1960 | 0.2% |
| 11.006 | 1814 | 0.2% |
| 6.203 | 1272 | 0.1% |
| 11.001 | 1218 | 0.1% |
| 11.01 | 1147 | 0.1% |
| 11.007 | 1146 | 0.1% |
| 6.1672865 | 1118 | 0.1% |
| 11 | 1117 | 0.1% |
| 11.004 | 1048 | 0.1% |
| 11.015 | 1016 | 0.1% |
| Other values (168878) | 727425 | |
| (Missing) | 259719 | 26.0% |
| Value | Count | Frequency (%) |
| -75.64033 | 1 | |
| -75.60157 | 1 | |
| -75.59429 | 1 | |
| -75.58077 | 1 | |
| -75.57589 | 1 | |
| -75.57524 | 1 | |
| -75.57394 | 1 | |
| -75.57314 | 1 | |
| -75.57172 | 2 | |
| -75.56868 | 1 |
| Value | Count | Frequency (%) |
| 85.05112878 | 1 | |
| 51.801231 | 1 | |
| 51.7704072 | 1 | |
| 51.7569877 | 1 | |
| 44.4115968 | 1 | |
| 42.5750554 | 1 | |
| 42.3481362 | 2 | |
| 41.69816955 | 1 | |
| 40.0249964 | 2 | |
| 39.9435212 | 1 |
| Distinct | 164767 |
|---|---|
| Distinct (%) | 22.3% |
| Missing | 259718 |
| Missing (%) | 26.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -74.89478525 |
| Minimum | -180 |
|---|---|
| Maximum | 100.4774978 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 740247 |
| Negative (%) | 74.0% |
| Memory size | 7.6 MiB |
Quantile statistics
| Minimum | -180 |
|---|---|
| 5-th percentile | -76.541 |
| Q1 | -75.60342625 |
| median | -75.10748884 |
| Q3 | -74.05588887 |
| 95-th percentile | -73.085 |
| Maximum | 100.4774978 |
| Range | 280.4774978 |
| Interquartile range (IQR) | 1.547537375 |
Descriptive statistics
| Standard deviation | 1.309072276 |
|---|---|
| Coefficient of variation (CV) | -0.01747881741 |
| Kurtosis | 1398.795296 |
| Mean | -74.89478525 |
| Median Absolute Deviation (MAD) | 0.9984106871 |
| Skewness | 15.39104817 |
| Sum | -55443261.42 |
| Variance | 1.713670224 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -74.049 | 2224 | 0.2% |
| -74.052 | 1925 | 0.2% |
| -74.053 | 1918 | 0.2% |
| -74.05 | 1849 | 0.2% |
| -74.048 | 1843 | 0.2% |
| -74.051 | 1687 | 0.2% |
| -74.054 | 1654 | 0.2% |
| -74.047 | 1626 | 0.2% |
| -76.529 | 1613 | 0.2% |
| -74.055 | 1588 | 0.2% |
| Other values (164757) | 722355 | |
| (Missing) | 259718 | 26.0% |
| Value | Count | Frequency (%) |
| -180 | 1 | |
| -121.899142 | 1 | |
| -121.3263187 | 1 | |
| -119.69819 | 1 | |
| -111.001704 | 1 | |
| -101.1949825 | 1 | |
| -98.26463473 | 1 | |
| -97.4941516 | 1 | |
| -94.1605145 | 1 | |
| -93.6016204 | 1 |
| Value | Count | Frequency (%) |
| 100.4774978 | 1 | |
| 75.59651 | 1 | |
| 14.2661557 | 1 | |
| 14.2609761 | 1 | |
| 14.1544883 | 1 | |
| 13.3614868 | 1 | |
| 6.32401 | 1 | |
| 6.25097 | 1 | |
| 6.24978 | 1 | |
| 6.24056 | 1 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.6 MiB |
| Colombia | |
|---|---|
| Estados Unidos | 2 |
Length
| Max length | 14 |
|---|---|
| Median length | 8 |
| Mean length | 8.000012 |
| Min length | 8 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Colombia |
|---|---|
| 2nd row | Colombia |
| 3rd row | Colombia |
| 4th row | Colombia |
| 5th row | Colombia |
Common Values
| Value | Count | Frequency (%) |
| Colombia | 999998 | |
| Estados Unidos | 2 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| colombia | 999998 | |
| estados | 2 | < 0.1% |
| unidos | 2 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 32 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.6 MiB |
| Antioquia | |
|---|---|
| Cundinamarca | |
| Valle del Cauca | |
| Atlántico | |
| Santander | |
| Other values (27) |
Length
| Max length | 39 |
|---|---|
| Median length | 9 |
| Mean length | 10.282235 |
| Min length | 4 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Valle del Cauca |
|---|---|
| 2nd row | Valle del Cauca |
| 3rd row | Valle del Cauca |
| 4th row | Valle del Cauca |
| 5th row | Valle del Cauca |
Common Values
| Value | Count | Frequency (%) |
| Antioquia | 341453 | |
| Cundinamarca | 208918 | |
| Valle del Cauca | 117770 | 11.8% |
| Atlántico | 78605 | 7.9% |
| Santander | 71737 | 7.2% |
| Caldas | 56296 | 5.6% |
| Norte de Santander | 32247 | 3.2% |
| Risaralda | 28505 | 2.9% |
| Quindío | 11753 | 1.2% |
| Bolívar | 11016 | 1.1% |
| Other values (22) | 41700 | 4.2% |
Length
| Value | Count | Frequency (%) |
| antioquia | 341453 | |
| cundinamarca | 208918 | |
| cauca | 126256 | 9.7% |
| valle | 117770 | 9.1% |
| del | 117770 | 9.1% |
| santander | 103984 | 8.0% |
| atlántico | 78605 | 6.0% |
| caldas | 56296 | 4.3% |
| norte | 32247 | 2.5% |
| de | 32247 | 2.5% |
| Other values (30) | 85067 | 6.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 343 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 62812 |
| Missing (%) | 6.3% |
| Memory size | 7.6 MiB |
| Medellín | |
|---|---|
| Bogotá D.C | |
| Cali | |
| Barranquilla | |
| Bucaramanga | |
| Other values (338) |
Length
| Max length | 26 |
|---|---|
| Median length | 8 |
| Mean length | 8.406024192 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 24 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Cali |
|---|---|
| 2nd row | Cali |
| 3rd row | Cali |
| 4th row | Cali |
| 5th row | Cali |
Common Values
| Value | Count | Frequency (%) |
| Medellín | 262856 | |
| Bogotá D.C | 171168 | |
| Cali | 95401 | 9.5% |
| Barranquilla | 74801 | 7.5% |
| Bucaramanga | 46595 | 4.7% |
| Manizales | 44505 | 4.5% |
| Envigado | 24171 | 2.4% |
| Cúcuta | 21510 | 2.2% |
| Pereira | 18855 | 1.9% |
| Floridablanca | 13830 | 1.4% |
| Other values (333) | 163496 | |
| (Missing) | 62812 | 6.3% |
Length
| Value | Count | Frequency (%) |
| medellín | 262856 | |
| d.c | 171168 | |
| bogotá | 171168 | |
| cali | 95401 | 8.5% |
| barranquilla | 74801 | 6.6% |
| bucaramanga | 46595 | 4.1% |
| manizales | 44505 | 4.0% |
| envigado | 24171 | 2.1% |
| cúcuta | 21510 | 1.9% |
| pereira | 18855 | 1.7% |
| Other values (358) | 195505 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 64 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 726005 |
| Missing (%) | 72.6% |
| Memory size | 7.6 MiB |
| Zona Chapinero | |
|---|---|
| Zona Norte | |
| Zona Noroccidental | |
| El Poblado | |
| Zona Occidental | |
| Other values (59) |
Length
| Max length | 22 |
|---|---|
| Median length | 10 |
| Mean length | 11.92244019 |
| Min length | 4 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Ciudad Jardín |
|---|---|
| 2nd row | Ciudad Jardín |
| 3rd row | Ciudad Jardín |
| 4th row | San Fernando Nuevo |
| 5th row | Ciudad Jardín |
Common Values
| Value | Count | Frequency (%) |
| Zona Chapinero | 49905 | 5.0% |
| Zona Norte | 43352 | 4.3% |
| Zona Noroccidental | 28896 | 2.9% |
| El Poblado | 27038 | 2.7% |
| Zona Occidental | 17226 | 1.7% |
| Zona Suroccidental | 12980 | 1.3% |
| Laureles | 12815 | 1.3% |
| Zona Centro | 10862 | 1.1% |
| Belén | 9755 | 1.0% |
| Lili | 7118 | 0.7% |
| Other values (54) | 54048 | 5.4% |
| (Missing) | 726005 |
Length
| Value | Count | Frequency (%) |
| zona | 169805 | |
| chapinero | 49905 | 9.9% |
| norte | 43352 | 8.6% |
| el | 32031 | 6.3% |
| noroccidental | 28896 | 5.7% |
| poblado | 27038 | 5.4% |
| occidental | 17226 | 3.4% |
| suroccidental | 12980 | 2.6% |
| laureles | 12815 | 2.5% |
| centro | 10862 | 2.2% |
| Other values (73) | 99552 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 20 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 840873 |
| Missing (%) | 84.1% |
| Memory size | 7.6 MiB |
| Usaquén | |
|---|---|
| Chapinero | |
| Suba | |
| Kennedy | |
| Engativa | |
| Other values (15) |
Length
| Max length | 18 |
|---|---|
| Median length | 8 |
| Mean length | 8.123216048 |
| Min length | 4 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Suba |
|---|---|
| 2nd row | Engativa |
| 3rd row | Teusaquillo |
| 4th row | Engativa |
| 5th row | Usaquén |
Common Values
| Value | Count | Frequency (%) |
| Usaquén | 43294 | 4.3% |
| Chapinero | 36034 | 3.6% |
| Suba | 18284 | 1.8% |
| Kennedy | 9082 | 0.9% |
| Engativa | 8635 | 0.9% |
| Fontibón | 8588 | 0.9% |
| Teusaquillo | 7327 | 0.7% |
| Barrios Unidos | 6544 | 0.7% |
| Santa Fe | 4721 | 0.5% |
| Bosa | 3897 | 0.4% |
| Other values (10) | 12721 | 1.3% |
| (Missing) | 840873 |
Length
| Value | Count | Frequency (%) |
| usaquén | 43294 | |
| chapinero | 36034 | |
| suba | 18284 | |
| kennedy | 9082 | 5.0% |
| engativa | 8635 | 4.7% |
| fontibón | 8588 | 4.7% |
| teusaquillo | 7327 | 4.0% |
| barrios | 6544 | 3.6% |
| unidos | 6544 | 3.6% |
| santa | 4721 | 2.6% |
| Other values (19) | 33924 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 164 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 945253 |
| Missing (%) | 94.5% |
| Memory size | 7.6 MiB |
| Chico Reservado | |
|---|---|
| Santa Barbara | |
| Cedritos | |
| Los Rosales | |
| Chico Norte | 1983 |
| Other values (159) |
Length
| Max length | 22 |
|---|---|
| Median length | 11 |
| Mean length | 11.60677297 |
| Min length | 4 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Cofradía |
|---|---|
| 2nd row | La Merced |
| 3rd row | Modelia |
| 4th row | El Batán |
| 5th row | Santa Barbara |
Common Values
| Value | Count | Frequency (%) |
| Chico Reservado | 10687 | 1.1% |
| Santa Barbara | 7095 | 0.7% |
| Cedritos | 6862 | 0.7% |
| Los Rosales | 2744 | 0.3% |
| Chico Norte | 1983 | 0.2% |
| Bella Suiza | 1808 | 0.2% |
| Ciudad Salitre | 1762 | 0.2% |
| Modelia | 1522 | 0.2% |
| El Batán | 1280 | 0.1% |
| El Chicó | 1177 | 0.1% |
| Other values (154) | 17827 | 1.8% |
| (Missing) | 945253 |
Length
| Value | Count | Frequency (%) |
| chico | 13347 | 13.8% |
| reservado | 10687 | 11.0% |
| santa | 8268 | 8.5% |
| barbara | 7095 | 7.3% |
| cedritos | 6862 | 7.1% |
| el | 3641 | 3.8% |
| los | 2788 | 2.9% |
| rosales | 2744 | 2.8% |
| norte | 2503 | 2.6% |
| salitre | 1940 | 2.0% |
| Other values (188) | 36895 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 37 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 827913 |
| Missing (%) | 82.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.124123263 |
| Minimum | 1 |
|---|---|
| Maximum | 40 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 3 |
| 95-th percentile | 6 |
| Maximum | 40 |
| Range | 39 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.802065106 |
|---|---|
| Coefficient of variation (CV) | 0.576822665 |
| Kurtosis | 47.78869461 |
| Mean | 3.124123263 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 4.908060291 |
| Sum | 537621 |
| Variance | 3.247438648 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 84435 | 8.4% |
| 2 | 32761 | 3.3% |
| 4 | 22022 | 2.2% |
| 1 | 16435 | 1.6% |
| 5 | 7363 | 0.7% |
| 6 | 3355 | 0.3% |
| 7 | 1623 | 0.2% |
| 8 | 1192 | 0.1% |
| 9 | 670 | 0.1% |
| 10 | 659 | 0.1% |
| Other values (27) | 1572 | 0.2% |
| (Missing) | 827913 |
| Value | Count | Frequency (%) |
| 1 | 16435 | 1.6% |
| 2 | 32761 | 3.3% |
| 3 | 84435 | |
| 4 | 22022 | 2.2% |
| 5 | 7363 | 0.7% |
| 6 | 3355 | 0.3% |
| 7 | 1623 | 0.2% |
| 8 | 1192 | 0.1% |
| 9 | 670 | 0.1% |
| 10 | 659 | 0.1% |
| Value | Count | Frequency (%) |
| 40 | 7 | < 0.1% |
| 36 | 1 | < 0.1% |
| 35 | 1 | < 0.1% |
| 34 | 2 | < 0.1% |
| 33 | 1 | < 0.1% |
| 32 | 2 | < 0.1% |
| 31 | 5 | < 0.1% |
| 30 | 6 | < 0.1% |
| 29 | 21 | |
| 28 | 13 |
bedrooms
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 59 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 623954 |
| Missing (%) | 62.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.807143275 |
| Minimum | 0 |
|---|---|
| Maximum | 96 |
| Zeros | 31356 |
| Zeros (%) | 3.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 3 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 96 |
| Range | 96 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.952432275 |
|---|---|
| Coefficient of variation (CV) | 0.6955228442 |
| Kurtosis | 132.7735379 |
| Mean | 2.807143275 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 6.474984068 |
| Sum | 1055615 |
| Variance | 3.811991788 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 171639 | 17.2% |
| 2 | 67335 | 6.7% |
| 4 | 40991 | 4.1% |
| 1 | 34844 | 3.5% |
| 0 | 31356 | 3.1% |
| 5 | 13672 | 1.4% |
| 6 | 6124 | 0.6% |
| 7 | 2898 | 0.3% |
| 8 | 2163 | 0.2% |
| 10 | 1430 | 0.1% |
| Other values (49) | 3594 | 0.4% |
| (Missing) | 623954 |
| Value | Count | Frequency (%) |
| 0 | 31356 | 3.1% |
| 1 | 34844 | 3.5% |
| 2 | 67335 | 6.7% |
| 3 | 171639 | |
| 4 | 40991 | 4.1% |
| 5 | 13672 | 1.4% |
| 6 | 6124 | 0.6% |
| 7 | 2898 | 0.3% |
| 8 | 2163 | 0.2% |
| 9 | 1145 | 0.1% |
| Value | Count | Frequency (%) |
| 96 | 1 | < 0.1% |
| 82 | 1 | < 0.1% |
| 77 | 1 | < 0.1% |
| 70 | 2 | < 0.1% |
| 68 | 1 | < 0.1% |
| 66 | 3 | < 0.1% |
| 65 | 1 | < 0.1% |
| 61 | 1 | < 0.1% |
| 60 | 12 | |
| 58 | 2 | < 0.1% |
bathrooms
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 20 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 200507 |
| Missing (%) | 20.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.414535212 |
| Minimum | 1 |
|---|---|
| Maximum | 20 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 20 |
| Range | 19 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.412620473 |
|---|---|
| Coefficient of variation (CV) | 0.5850486117 |
| Kurtosis | 12.63374304 |
| Mean | 2.414535212 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.470868211 |
| Sum | 1930404 |
| Variance | 1.995496602 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 359030 | |
| 1 | 178448 | |
| 3 | 132983 | 13.3% |
| 4 | 71128 | 7.1% |
| 5 | 32495 | 3.2% |
| 6 | 12414 | 1.2% |
| 7 | 4457 | 0.4% |
| 10 | 3432 | 0.3% |
| 8 | 2651 | 0.3% |
| 9 | 1610 | 0.2% |
| Other values (10) | 845 | 0.1% |
| (Missing) | 200507 |
| Value | Count | Frequency (%) |
| 1 | 178448 | |
| 2 | 359030 | |
| 3 | 132983 | 13.3% |
| 4 | 71128 | 7.1% |
| 5 | 32495 | 3.2% |
| 6 | 12414 | 1.2% |
| 7 | 4457 | 0.4% |
| 8 | 2651 | 0.3% |
| 9 | 1610 | 0.2% |
| 10 | 3432 | 0.3% |
| Value | Count | Frequency (%) |
| 20 | 122 | |
| 19 | 21 | < 0.1% |
| 18 | 47 | < 0.1% |
| 17 | 38 | < 0.1% |
| 16 | 48 | < 0.1% |
| 15 | 72 | |
| 14 | 84 | |
| 13 | 92 | |
| 12 | 177 | |
| 11 | 144 |
| Distinct | 2147 |
|---|---|
| Distinct (%) | 5.2% |
| Missing | 958758 |
| Missing (%) | 95.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 982.6312254 |
| Minimum | 10 |
|---|---|
| Maximum | 200000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 MiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 35 |
| Q1 | 64 |
| median | 100 |
| Q3 | 223.75 |
| 95-th percentile | 2500 |
| Maximum | 200000 |
| Range | 199990 |
| Interquartile range (IQR) | 159.75 |
Descriptive statistics
| Standard deviation | 7013.950521 |
|---|---|
| Coefficient of variation (CV) | 7.137927576 |
| Kurtosis | 362.4855805 |
| Mean | 982.6312254 |
| Median Absolute Deviation (MAD) | 47 |
| Skewness | 17.18950437 |
| Sum | 40525677 |
| Variance | 49195501.91 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 60 | 1327 | 0.1% |
| 70 | 895 | 0.1% |
| 80 | 819 | 0.1% |
| 90 | 761 | 0.1% |
| 65 | 739 | 0.1% |
| 50 | 625 | 0.1% |
| 100 | 590 | 0.1% |
| 120 | 587 | 0.1% |
| 75 | 541 | 0.1% |
| 55 | 523 | 0.1% |
| Other values (2137) | 33835 | 3.4% |
| (Missing) | 958758 |
| Value | Count | Frequency (%) |
| 10 | 79 | |
| 11 | 26 | < 0.1% |
| 12 | 61 | |
| 13 | 34 | |
| 14 | 41 | |
| 15 | 68 | |
| 16 | 48 | |
| 17 | 50 | |
| 18 | 65 | |
| 19 | 34 |
| Value | Count | Frequency (%) |
| 200000 | 1 | |
| 199579 | 1 | |
| 199482 | 1 | |
| 198400 | 1 | |
| 192000 | 2 | |
| 190000 | 1 | |
| 183461 | 1 | |
| 182339 | 1 | |
| 180000 | 2 | |
| 179469 | 1 |
| Distinct | 1513 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 940091 |
| Missing (%) | 94.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1502.722663 |
| Minimum | 1 |
|---|---|
| Maximum | 31520100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 34 |
| Q1 | 62 |
| median | 96 |
| Q3 | 188 |
| 95-th percentile | 580 |
| Maximum | 31520100 |
| Range | 31520099 |
| Interquartile range (IQR) | 126 |
Descriptive statistics
| Standard deviation | 152096.469 |
|---|---|
| Coefficient of variation (CV) | 101.2139317 |
| Kurtosis | 33747.8832 |
| Mean | 1502.722663 |
| Median Absolute Deviation (MAD) | 43 |
| Skewness | 176.2420211 |
| Sum | 90026612 |
| Variance | 2.313333588 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 60 | 1791 | 0.2% |
| 70 | 1289 | 0.1% |
| 80 | 1129 | 0.1% |
| 50 | 1006 | 0.1% |
| 90 | 991 | 0.1% |
| 65 | 980 | 0.1% |
| 100 | 935 | 0.1% |
| 120 | 806 | 0.1% |
| 75 | 772 | 0.1% |
| 40 | 741 | 0.1% |
| Other values (1503) | 49469 | 4.9% |
| (Missing) | 940091 |
| Value | Count | Frequency (%) |
| 1 | 70 | |
| 2 | 29 | |
| 3 | 26 | < 0.1% |
| 4 | 16 | < 0.1% |
| 5 | 35 | |
| 6 | 41 | |
| 7 | 24 | < 0.1% |
| 8 | 32 | |
| 9 | 26 | < 0.1% |
| 10 | 68 |
| Value | Count | Frequency (%) |
| 31520100 | 1 | |
| 17320000 | 1 | |
| 8380000 | 1 | |
| 3480000 | 1 | |
| 2010000 | 1 | |
| 1150000 | 1 | |
| 811600 | 1 | |
| 780456 | 1 | |
| 771512 | 1 | |
| 660000 | 1 |
| Distinct | 20110 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 509 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 406952885.5 |
| Minimum | 0 |
|---|---|
| Maximum | 1.6 × 1012 |
| Zeros | 62 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 750000 |
| Q1 | 1800000 |
| median | 150000000 |
| Q3 | 395000000 |
| 95-th percentile | 1450000000 |
| Maximum | 1.6 × 1012 |
| Range | 1.6 × 1012 |
| Interquartile range (IQR) | 393200000 |
Descriptive statistics
| Standard deviation | 2421718563 |
|---|---|
| Coefficient of variation (CV) | 5.950857334 |
| Kurtosis | 193291.8956 |
| Mean | 406952885.5 |
| Median Absolute Deviation (MAD) | 148749000 |
| Skewness | 315.3462535 |
| Sum | 4.067457465 × 1014 |
| Variance | 5.8647208 × 1018 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1200000 | 15896 | 1.6% |
| 1500000 | 13841 | 1.4% |
| 1000000 | 12670 | 1.3% |
| 1300000 | 12636 | 1.3% |
| 1100000 | 11429 | 1.1% |
| 2000000 | 11277 | 1.1% |
| 250000000 | 11059 | 1.1% |
| 800000 | 10896 | 1.1% |
| 900000 | 10664 | 1.1% |
| 1400000 | 10362 | 1.0% |
| Other values (20100) | 878761 |
| Value | Count | Frequency (%) |
| 0 | 62 | |
| 90 | 1 | < 0.1% |
| 150 | 2 | < 0.1% |
| 950 | 1 | < 0.1% |
| 1000 | 1 | < 0.1% |
| 1100 | 1 | < 0.1% |
| 1500 | 1 | < 0.1% |
| 5345 | 1 | < 0.1% |
| 26000 | 1 | < 0.1% |
| 36000 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.6 × 1012 | 1 | < 0.1% |
| 4.65 × 1011 | 1 | < 0.1% |
| 3.45 × 1011 | 1 | < 0.1% |
| 3.1 × 1011 | 1 | < 0.1% |
| 2.52 × 1011 | 1 | < 0.1% |
| 1.9 × 1011 | 1 | < 0.1% |
| 1.86 × 1011 | 1 | < 0.1% |
| 1.8375 × 1011 | 1 | < 0.1% |
| 1.83 × 1011 | 1 | < 0.1% |
| 1.8 × 1011 | 3 |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 550 |
| Missing (%) | 0.1% |
| Memory size | 7.6 MiB |
| COP | |
|---|---|
| USD | 43 |
| ARS | 5 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | COP |
|---|---|
| 2nd row | COP |
| 3rd row | COP |
| 4th row | COP |
| 5th row | COP |
Common Values
| Value | Count | Frequency (%) |
| COP | 999402 | |
| USD | 43 | < 0.1% |
| ARS | 5 | < 0.1% |
| (Missing) | 550 | 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| cop | 999402 | |
| usd | 43 | < 0.1% |
| ars | 5 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 878833 |
| Missing (%) | 87.9% |
| Memory size | 7.6 MiB |
| Mensual |
|---|
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Mensual |
|---|---|
| 2nd row | Mensual |
| 3rd row | Mensual |
| 4th row | Mensual |
| 5th row | Mensual |
Common Values
| Value | Count | Frequency (%) |
| Mensual | 121167 | 12.1% |
| (Missing) | 878833 |
Length
Pie chart
| Value | Count | Frequency (%) |
| mensual | 121167 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 364029 |
|---|---|
| Distinct (%) | 36.4% |
| Missing | 12 |
| Missing (%) | < 0.1% |
| Memory size | 7.6 MiB |
| Apartamento en Arriendo Ubicado en MEDELLIN | 35411 |
|---|---|
| Apartamento en Venta Ubicado en MEDELLIN | 29455 |
| Apartamento en Arriendo Ubicado en SABANETA | 12247 |
| APARTAMENTO EN VENTA EN Bogota | 11177 |
| Apartamento en Venta Ubicado en SABANETA | 10733 |
| Other values (364024) |
Length
| Max length | 146 |
|---|---|
| Median length | 44 |
| Mean length | 46.10365324 |
| Min length | 1 |
Characters and Unicode
| Total characters | 18 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 222959 ? |
|---|---|
| Unique (%) | 22.3% |
Sample
| 1st row | Casa Campestre en venta en darien 3469064 |
|---|---|
| 2nd row | Casa en ciudsd jardin |
| 3rd row | Casa en ciudsd jardin |
| 4th row | Casa en venta en pance 1630426 |
| 5th row | CASA EXTERNA BARRIO CIUDAD 2000 |
Common Values
| Value | Count | Frequency (%) |
| Apartamento en Arriendo Ubicado en MEDELLIN | 35411 | 3.5% |
| Apartamento en Venta Ubicado en MEDELLIN | 29455 | 2.9% |
| Apartamento en Arriendo Ubicado en SABANETA | 12247 | 1.2% |
| APARTAMENTO EN VENTA EN Bogota | 11177 | 1.1% |
| Apartamento en Venta Ubicado en SABANETA | 10733 | 1.1% |
| Apartamento en Arriendo Ubicado en ENVIGADO | 9924 | 1.0% |
| Local en Arriendo Ubicado en MEDELLIN | 6579 | 0.7% |
| Casa en Venta Ubicado en MEDELLIN | 6064 | 0.6% |
| APARTAMENTO EN ARRIENDO EN Bogota | 5968 | 0.6% |
| Oficina en Arriendo Ubicado en MEDELLIN | 5355 | 0.5% |
| Other values (364019) | 867075 |
Length
| Value | Count | Frequency (%) |
| en | 1309125 | 19.1% |
| apartamento | 503261 | 7.3% |
| venta | 411841 | 6.0% |
| arriendo | 331174 | 4.8% |
| casa | 203403 | 3.0% |
| ubicado | 176606 | 2.6% |
| 156557 | 2.3% | |
| de | 135219 | 2.0% |
| medellin | 123909 | 1.8% |
| la | 88915 | 1.3% |
| Other values (203839) | 3420226 |
Most occurring characters
| Value | Count | Frequency (%) |
| 18 |
Most occurring categories
| Value | Count | Frequency (%) |
| Control | 18 |
Most frequent character per category
Control
| Value | Count | Frequency (%) |
| 18 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 18 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 18 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 18 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 18 |
| Distinct | 512446 |
|---|---|
| Distinct (%) | 51.3% |
| Missing | 644 |
| Missing (%) | 0.1% |
| Memory size | 7.6 MiB |
| En Rentahouse Finca Raiz contamos con más de 51 años de experiencia en la comercialización inmobiliaria. Disponemos de una amplia oferta en Cundinamarca y Antioquia. Contactanos y recibe información del inmueble que sueñas... ¿Te interesa conocer más de nuestro equipo? Siguenos en Instagram Rentahousefincariaz.co o visita nuestra sitio web www.Rentahousefincaraiz.com.co | 847 |
|---|---|
| Codigo Inmueble 6182 COD INTERNO 6182No pierdas esta oportunidad! Hermoso local en un lugar estratégico amplio con excelente iluminación. | 435 |
| Codigo Inmueble 574 Local muy amplio con espacios abiertos cercano Av oriental Tiene gas por red mas de 30 oficinas y 30 baños. Disponible para Renta o venta. | 425 |
| Codigo Inmueble 514 APARTAMENTO PARA ARRIENDO Y VENTA EN UNIDAD CERRADA PARA ESTRENAR, CON MUY BUENOS ACABADOS Y BUENA ILUMINACIÓN. | 419 |
| Codigo Inmueble 239 Se arrienda oficina en Mayorca con amplio, buena iluminación.Las comodidades son: Salón amplio, piso en madera laminada, aire acondicionado,terraza (área de 10.25 mtrs), 1 baño con lavamanos.(Para Oficinas prestadoras de servicio). | 408 |
| Other values (512441) |
Length
| Max length | 24398 |
|---|---|
| Median length | 354 |
| Mean length | 397.9051319 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1874448 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 360528 ? |
|---|---|
| Unique (%) | 36.1% |
Sample
| 1st row | HERMOSA CASA CAMPESTRE, ÁREA 6,000 MT, UBICADA EN LA VIA BUGA - BUENAVENTURA, EN PARCELACIÓN CON UNA EXCELENTE VISTA DEL LAGO CALIMA, SITIO DE ALTA VALORIZACIÓN, ZONA SUPREMAMENTE APACIBLE, DONDE PODRÁS DISFRUTAR DE LOS MAS HERMOSOS PAISAJES, Y PODRÁS APRECIAR LA FAUNA Y LA FLORA DE LA REGIÓN. A 20 MINUTOS DEL SEÑOR DE LOS MILAGROS DE BUGA.<br /><br /> <br /> Ref#571412. |
|---|---|
| 2nd row | Casa independiente con posiciona en ciudad jardín y hermosos jardines. La casa s eve de amoblada Sur se la Ciudad 9 garajes |
| 3rd row | Casa independiente con posiciona en ciudad jardín y hermosos jardines. Amo la casa al Sur se la Ciudad 9 garajes |
| 4th row | EXCELENTE CASA - LOTE 6,373 MT, EN OBRA GRIS UBICADA AL SUR DE LA CIUDAD DE CALI, CONSTRUCCION TIPO MANSION, ADEMAS SE PUEDE CONSIDERAR SU CONSTRUCCION PARA UN HOTEL, SPA, CENTRO DE ESTETICA, CLINICA DE REPOSO, ETC, ZONA SUPER APACIBLE, CINCO SUPER HABITACIONES CADA UNA CON BAÑO, VESTIER, BALCON, ASCENSOR, ALCOBA PRINCIPAL CON DOBLE VESTIER, DOBLE BAÑO, PISCINA, ZONA HUMEDA, ZONAS VERDES, PARQUEADEROS EN SOTANO. SE VENDE TAMBIEN COMO LOTE.<br /><br /> <br /> Ref#571457. |
| 5th row | CASA EXTERNA EN EL BARRIO CIUDAD 2000,CONSTRUIDA EN TRES PISOS , CON CUATRO APARTA ESTUDIOS CON SERVICIOS INDEPENDIENTES , RECIBE RENTA MENSUAL , PLANCHA Y CIMIENTOS CON SOLUCIÓN DE SERVICIOS PARA CONSTRUIR CUARTO PISO , GARAJE ANTEJARDIN , CERCA AL NUEVO PUENTE DE LA AVENIDA CIUDAD DE CALI<br /><br /> <br /> Ref#571369. |
Common Values
| Value | Count | Frequency (%) |
| En Rentahouse Finca Raiz contamos con más de 51 años de experiencia en la comercialización inmobiliaria. Disponemos de una amplia oferta en Cundinamarca y Antioquia. Contactanos y recibe información del inmueble que sueñas... ¿Te interesa conocer más de nuestro equipo? Siguenos en Instagram Rentahousefincariaz.co o visita nuestra sitio web www.Rentahousefincaraiz.com.co | 847 | 0.1% |
| Codigo Inmueble 6182 COD INTERNO 6182No pierdas esta oportunidad! Hermoso local en un lugar estratégico amplio con excelente iluminación. | 435 | < 0.1% |
| Codigo Inmueble 574 Local muy amplio con espacios abiertos cercano Av oriental Tiene gas por red mas de 30 oficinas y 30 baños. Disponible para Renta o venta. | 425 | < 0.1% |
| Codigo Inmueble 514 APARTAMENTO PARA ARRIENDO Y VENTA EN UNIDAD CERRADA PARA ESTRENAR, CON MUY BUENOS ACABADOS Y BUENA ILUMINACIÓN. | 419 | < 0.1% |
| Codigo Inmueble 239 Se arrienda oficina en Mayorca con amplio, buena iluminación.Las comodidades son: Salón amplio, piso en madera laminada, aire acondicionado,terraza (área de 10.25 mtrs), 1 baño con lavamanos.(Para Oficinas prestadoras de servicio). | 408 | < 0.1% |
| Codigo Inmueble 561 Casa cerca al Éxito Laureles amplios espacios con muy buenas rutas de trabajo | 398 | < 0.1% |
| Codigo Inmueble 667 Se vende o arrenda oficina con un área de 37 mts, una cocineta, un baño, salón comedor, balcón, ascensor, porqueadero. | 342 | < 0.1% |
| Codigo Inmueble 6421 Hermosa casa con 3 habitaciones, closets, sala-comedor, cocina integral con red de gas, 3 baños completos. Iluminado, buena ventilación, cómodas áreas hacen de este inmueble un lugar único para vivir, cerca de supermercados, restaurantes. Porque los asuntos importantes deben quedar en manos de expertos, llámanos para ampliarte la información. | 311 | < 0.1% |
| Codigo Inmueble 6333 No pierdas esta oportunidad!! Hermoso apartamento con 3 habitaciones, 1 baño completo, 1 baño social, garaje sencillo. Iluminado, buena ventilación, cómodas áreas hacen de este inmueble un lugar único para vivir, cerca de Centros Comerciales, supermercados, restaurantes. Porque los asuntos importantes deben quedar en manos de expertos, llámanos para ampliarte la información. Código Interno: 6333 | 309 | < 0.1% |
| Codigo Inmueble 6047 No pierdas esta oportunidad!! Hermosa oficina con 5 puestos de trabajo completos,1 baño, 1 cocineta, en edificio con portería, parqueadero cubierto de visitantes, Se renta con muebles o sin muebles. Porque los asuntos importantes deben quedar en manos de expertos, llámanos para ampliarte la información. Código Interno: 6047 | 303 | < 0.1% |
| Other values (512436) | 995159 | |
| (Missing) | 644 | 0.1% |
Length
| Value | Count | Frequency (%) |
| de | 3561573 | 5.9% |
| con | 2081924 | 3.4% |
| en | 1826784 | 3.0% |
| y | 1802074 | 3.0% |
| 1111327 | 1.8% | |
| la | 1061780 | 1.8% |
| el | 756196 | 1.3% |
| a | 674786 | 1.1% |
| para | 666916 | 1.1% |
| zona | 623508 | 1.0% |
| Other values (427660) | 46203880 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1874448 |
Most occurring categories
| Value | Count | Frequency (%) |
| Control | 1874448 |
Most frequent character per category
Control
| Value | Count | Frequency (%) |
| 1874448 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1874448 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1874448 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1874448 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1874448 |
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.6 MiB |
| Apartamento | |
|---|---|
| Casa | |
| Otro | |
| Lote | 46369 |
| Local comercial | 26389 |
| Other values (4) | 30691 |
Length
| Max length | 15 |
|---|---|
| Median length | 11 |
| Mean length | 8.32893 |
| Min length | 4 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Casa |
|---|---|
| 2nd row | Casa |
| 3rd row | Casa |
| 4th row | Casa |
| 5th row | Casa |
Common Values
| Value | Count | Frequency (%) |
| Apartamento | 565404 | |
| Casa | 220101 | 22.0% |
| Otro | 111046 | 11.1% |
| Lote | 46369 | 4.6% |
| Local comercial | 26389 | 2.6% |
| Oficina | 22258 | 2.2% |
| Finca | 6725 | 0.7% |
| Depósito | 1544 | 0.2% |
| Parqueadero | 164 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| apartamento | 565404 | |
| casa | 220101 | 21.4% |
| otro | 111046 | 10.8% |
| lote | 46369 | 4.5% |
| local | 26389 | 2.6% |
| comercial | 26389 | 2.6% |
| oficina | 22258 | 2.2% |
| finca | 6725 | 0.7% |
| depósito | 1544 | 0.2% |
| parqueadero | 164 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.6 MiB |
| Venta | |
|---|---|
| Arriendo | |
| Arriendo temporal | 380 |
Length
| Max length | 17 |
|---|---|
| Median length | 5 |
| Mean length | 6.287768 |
| Min length | 5 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Venta |
|---|---|
| 2nd row | Venta |
| 3rd row | Venta |
| 4th row | Venta |
| 5th row | Venta |
Common Values
| Value | Count | Frequency (%) |
| Venta | 571884 | |
| Arriendo | 427736 | |
| Arriendo temporal | 380 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| venta | 571884 | |
| arriendo | 428116 | |
| temporal | 380 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| id | ad_type | start_date | end_date | created_on | lat | lon | l1 | l2 | l3 | l4 | l5 | l6 | rooms | bedrooms | bathrooms | surface_total | surface_covered | price | currency | price_period | title | description | property_type | operation_type | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | KsjahK62rxcYKXXQjOdkqw== | Propiedad | 2020-10-07 | 2021-10-09 | 2020-10-07 | 3.9210 | -76.506000 | Colombia | Valle del Cauca | NaN | NaN | NaN | NaN | NaN | 6.0 | 7.0 | NaN | NaN | 1.300000e+09 | COP | NaN | Casa Campestre en venta en darien 3469064 | HERMOSA CASA CAMPESTRE, ÁREA 6,000 MT, UBICADA EN LA VIA BUGA - BUENAVENTURA, EN PARCELACIÓN CON UNA EXCELENTE VISTA DEL LAGO CALIMA, SITIO DE ALTA VALORIZACIÓN, ZONA SUPREMAMENTE APACIBLE, DONDE PODRÁS DISFRUTAR DE LOS MAS HERMOSOS PAISAJES, Y PODRÁS APRECIAR LA FAUNA Y LA FLORA DE LA REGIÓN. A 20 MINUTOS DEL SEÑOR DE LOS MILAGROS DE BUGA.<br /><br />\n <br />\n Ref#571412. | Casa | Venta |
| 1 | Y+gsBZYq1zu5NoR3V5oUGA== | Propiedad | 2020-10-07 | 2021-01-06 | 2020-10-07 | 3.3577 | -76.541811 | Colombia | Valle del Cauca | Cali | Ciudad Jardín | NaN | NaN | NaN | NaN | 7.0 | NaN | NaN | 2.800000e+09 | COP | NaN | Casa en ciudsd jardin | Casa independiente con posiciona en ciudad jardín y hermosos jardines. La casa s eve de amoblada\nSur se la\nCiudad 9 garajes | Casa | Venta |
| 2 | Jpzqxj8/Vgf3Aa5ASxUBNg== | Propiedad | 2020-10-07 | 2020-10-07 | 2020-10-07 | 3.3577 | -76.541811 | Colombia | Valle del Cauca | Cali | Ciudad Jardín | NaN | NaN | NaN | NaN | 7.0 | NaN | NaN | 2.800000e+09 | COP | Mensual | Casa en ciudsd jardin | Casa independiente con posiciona en ciudad jardín y hermosos jardines. Amo la casa al\nSur se la\nCiudad 9 garajes | Casa | Venta |
| 3 | ieuFnkFx/yHDD66iMV14Gw== | Propiedad | 2020-10-07 | 2021-04-12 | 2020-10-07 | 3.3640 | -76.538000 | Colombia | Valle del Cauca | Cali | Ciudad Jardín | NaN | NaN | NaN | 5.0 | 8.0 | NaN | NaN | 3.500000e+09 | COP | NaN | Casa en venta en pance 1630426 | EXCELENTE CASA - LOTE 6,373 MT, EN OBRA GRIS UBICADA AL SUR DE LA CIUDAD DE CALI, CONSTRUCCION TIPO MANSION, ADEMAS SE PUEDE CONSIDERAR SU CONSTRUCCION PARA UN HOTEL, SPA, CENTRO DE ESTETICA, CLINICA DE REPOSO, ETC, ZONA SUPER APACIBLE, CINCO SUPER HABITACIONES CADA UNA CON BAÑO, VESTIER, BALCON, ASCENSOR, ALCOBA PRINCIPAL CON DOBLE VESTIER, DOBLE BAÑO, PISCINA, ZONA HUMEDA, ZONAS VERDES, PARQUEADEROS EN SOTANO. SE VENDE TAMBIEN COMO LOTE.<br /><br />\n <br />\n Ref#571457. | Casa | Venta |
| 4 | g4u5JM+hAHEk8SukRSjMzg== | Propiedad | 2020-10-07 | 9999-12-31 | 2020-10-07 | 3.3910 | -76.517000 | Colombia | Valle del Cauca | Cali | NaN | NaN | NaN | NaN | 8.0 | 9.0 | NaN | NaN | 4.800000e+08 | COP | NaN | CASA EXTERNA BARRIO CIUDAD 2000 | CASA EXTERNA EN EL BARRIO CIUDAD 2000,CONSTRUIDA EN TRES PISOS , CON CUATRO APARTA ESTUDIOS CON SERVICIOS INDEPENDIENTES , RECIBE RENTA MENSUAL , PLANCHA Y CIMIENTOS CON SOLUCIÓN DE SERVICIOS PARA CONSTRUIR CUARTO PISO , GARAJE ANTEJARDIN , CERCA AL NUEVO PUENTE DE LA AVENIDA CIUDAD DE CALI<br /><br />\n <br />\n Ref#571369. | Casa | Venta |
| 5 | +S9T8NKJ/yyndMxxRz1emQ== | Propiedad | 2020-10-07 | 9999-12-31 | 2020-10-07 | 3.4130 | -76.544000 | Colombia | Valle del Cauca | Cali | NaN | NaN | NaN | NaN | 10.0 | 10.0 | NaN | NaN | 1.400000e+09 | COP | NaN | CASA PARA VENTA NUEVA TEQUENDAMA | CASA EXTERNA CONSTRUIDA EN TRES PISOS , EN EL BARRIO NUEVA TEQUENDAMA IDEAL PARA CLINICA, LABORATORIO CLÍNICO, CENTRO DE ESTÉTICA , HOTEL ,APARTAESTUDIOS . CERCA A LA CARRERA 42 Y 44A , FÁCIL ACCESO A TRANSPORTE PUBLICO , SU UBICACIÓN ES ESTRATÉGICA POR ESTAR RODEADA DE LAS DIFERENTES EPS Y IPS DE LA CIUDAD<br /><br />\n <br />\n Ref#571206. | Casa | Venta |
| 6 | 0DBic9QJv2FL9Oq0S+xaSA== | Propiedad | 2020-10-07 | 2020-10-22 | 2020-10-07 | 3.4510 | -76.532000 | Colombia | Valle del Cauca | Cali | NaN | NaN | NaN | NaN | 7.0 | 7.0 | NaN | NaN | 2.800000e+08 | COP | NaN | Casa en venta en zona norte 3558799 | CASA EN PASAJE NO VÍA VEHICULAR UBICADA A DOS CASAS EN EL BARRIO LARES DE COMFENALCO, ESTRATO DOS , CONSTRUIDA EN CUATRO PISOS ASÍ: PRIMER PISO DOS ALCOBAS DOS BAÑOS, COCINA INTEGRAL Y ZONA DE OFICIOS , SEGUNDO Y TERCER PISO DOS ALCOBAS , DOS BAÑOS , COCINA INTEGRAL , BALCON , CUARTO PISO ZONA DE LAVANDERÍA Y ESTADERO PARA LOS PISOS 2 Y 3 MAS ALCOBA CON BAÑO INDEPENDIENTE<br /><br />\n <br />\n Ref#571462. | Casa | Venta |
| 7 | 0/S4PBWArkYd3NDMyZZtPQ== | Propiedad | 2020-10-07 | 2021-06-22 | 2020-10-07 | 3.4270 | -76.542000 | Colombia | Valle del Cauca | Cali | San Fernando Nuevo | NaN | NaN | NaN | 8.0 | 7.0 | NaN | NaN | 5.300000e+08 | COP | NaN | Casa en venta en san fernando 3476093 | VENDE CASA EN EL SECTOR DE SAN FERNANDO VIEJO, LA CASA ESTA DIVIDIDA EN CUATRO APARTAESTUDIOS DE DOS HABITACIONES, UN BAÑO Y COCINETA CADA UNO, EXCELENTE UBICACIÓN, VARIAS VÍAS DE ACCESO, SUPERMERCADOS Y CENTROS COMERCIALES CERCANOS.<br /><br />\n <br />\n Ref#571455. | Casa | Venta |
| 8 | mrYI162HS5qJaAFN2WpP2Q== | Propiedad | 2020-10-07 | 2021-02-11 | 2020-10-07 | 3.3640 | -76.538000 | Colombia | Valle del Cauca | Cali | Ciudad Jardín | NaN | NaN | NaN | 5.0 | 9.0 | NaN | NaN | 7.000000e+06 | COP | NaN | ALQUILA EXCELENTE CASA EN CIUDAD JARDIN | EXCELENTE VIVIENDA UBICADA SOBRE VIA PRINCIPAL EN EL SECTOR DE CIUDAD JARDÍN, AMPLIA, CUENTA CON CINCO HABITACIONES, TODAS CON BAÑO, SALA, COMEDOR, COCINA INTEGRAL, ZONAS VERDES, PISCINA PROPIA, PARQUEADERO INTERIOR PARA CUATRO VEHÍCULOS, SE ALQUILA PARA VIVIENDA U OFICINAS, TRANSPORTE PUBLICO CERCANO..<br /><br />\n <br />\n Ref#571281. | Casa | Arriendo |
| 9 | 3q8MmfVZHtWJa6pxNnypeg== | Propiedad | 2020-10-07 | 9999-12-31 | 2020-10-07 | 3.5650 | -76.551000 | Colombia | Valle del Cauca | Cali | NaN | NaN | NaN | NaN | 5.0 | 7.0 | NaN | NaN | 1.700000e+09 | COP | NaN | HERMOSA CASA EN VENTA EN JAMUNDÍ 2844215 | EXCELENTE CASA EN CONDOMINIO EXCLUSIVO, ÁREA LOTE 4.000 METROS, ÁREA CONSTRUIDA 926 METROS, ESTILO AMERICANO, LA MEJOR UBICACIÓN CUENTA CON UNE HERMOSA VISTA AL LAGO, BUENAS VÍAS DE ACCESO, UNIPLANTA, FAMILY ROOM, 2 CASAS EN EL MISMO PREDIO, ALJIBE, PLANTA ELÉCTRICA, HIDROFLOW, TANQUES DE RESERVA. CASA ADICIONAL CON 4 ALCOBAS, 4 BAÑOS, SALA COMEDOR, COCINA ABIERTA. PISOS CERÁMICA ESPAÑOLA, BAÑOS CORONA, COCINA ABIERTA, ESTILO AMERICANO. EL CONDOMINIO CUENTA CON PISCINAS CANCHAS DE FÚTBOL, TENIS,BASKETBOL, LAGO.<br /><br />\n <br />\n Ref#571391. | Casa | Venta |
Last rows
| id | ad_type | start_date | end_date | created_on | lat | lon | l1 | l2 | l3 | l4 | l5 | l6 | rooms | bedrooms | bathrooms | surface_total | surface_covered | price | currency | price_period | title | description | property_type | operation_type | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 999990 | k8BXoVsgP8ACJ19UGGGWkQ== | Propiedad | 2021-03-31 | 2021-05-10 | 2021-03-31 | 4.643000 | -74.135000 | Colombia | Cundinamarca | Bogotá D.C | Zona Suroccidental | Kennedy | NaN | NaN | 4.0 | 2.0 | NaN | NaN | 1600000.0 | COP | NaN | CASA EN ARRIENDO EN Bogota | Arriendo casa de 3 niveles en Villa Alsacia con 4 alcobas con closet, 2 baños, sala comedor,cocina semint a gas, calentador eléctrico, patio con lavadero,cbs, pisos del comedor en cerámica,pisos sala y alcobas en alfombra,inst.lavadora,garaje cubierto. | Casa | Arriendo |
| 999991 | 5zYdgqEmM+HSCrpPw/2vrw== | Propiedad | 2021-03-31 | 2021-05-12 | 2021-03-31 | 4.644055 | -74.128511 | Colombia | Cundinamarca | Bogotá D.C | Zona Suroccidental | Kennedy | NaN | 3.0 | 3.0 | NaN | NaN | NaN | 410000000.0 | COP | NaN | APARTAMENTO EN VENTA VILLA ALSACIA | Hermoso apartamento en venta, cuenta con una excelente ubicación, cerca de centros comerciales, zonas verdes, parques públicos, avenidas principales, transporte público de fácil acceso. Cuenta con un gran espacio para sala-comedor, 3 habitaciones closet con sus respectivos armarios empotrados, 2 baños, estudio, cocina tipo americana abierta con barra auxiliar, la división de los baños es en vidrio templado, piso en madera laminada y baldosa, piso 11, vista exterior, remodelado, el sector es muy tranquilo, estrato 4, parqueadero propio cubierto, parqueadero para visitantes, parque infantil, gimnasio, zona BBQ, salones sociales. \n\n¡El equipo de Inversiones Inmobiliarias Global Home está comprometida a brindar una experiencia de vida excepcional para nuestros clientes desde el momento en que se unen a nuestra comunidad!\n¡Pide tu cita!\n | Apartamento | Venta |
| 999992 | id160MFAX1qSWF79oy010Q== | Propiedad | 2021-03-31 | 9999-12-31 | 2021-03-31 | 4.653064 | -74.161088 | Colombia | Cundinamarca | Bogotá D.C | Zona Suroccidental | Kennedy | NaN | NaN | NaN | 3.0 | NaN | NaN | 340000000.0 | COP | NaN | Casa conjunto Cabo Verde ( ricaurte - cundinarmarca ) | Hermosa casa en bello conjunto cerrado , 2 años de construcción y 1 año de tenerla pero no se vive alla solo de casa de vereneo | Casa | Venta |
| 999993 | 2dTHgLrpas4IYRHxffvu5Q== | Propiedad | 2021-03-31 | 9999-12-31 | 2021-03-31 | 4.640417 | -74.155487 | Colombia | Cundinamarca | Bogotá D.C | Zona Suroccidental | Kennedy | NaN | NaN | 2.0 | 1.0 | NaN | NaN | 800000.0 | COP | NaN | TORRES DE CASTELLO | <b>TORRES DE CASTELLO</b><br><br>APARTAMENTO SALA COMEDOR, 2 ALCOBAS, 1 BAÑO, COCINA INTEGRAL, ZONA DE LAVANDERÍA, CALENTADOR, CLOSETS, ASCENSOR.<br />\nCERCA A, BIBLIOTECA TINTAL, CENTRO COMERCIAL TINTAL, BANDERAS,<br />\nVIAS DE ACCESO, AV CALI, AV AMERICAS, AV BOYACA.<br /><br><br> Características adicionales: <br> - Agua corriente<br> <br><br> Ref#722521. | Apartamento | Arriendo |
| 999994 | WuCAZxlgtkYgoHRAiodCbA== | Propiedad | 2021-03-31 | 2021-09-03 | 2021-03-31 | 4.641292 | -74.153875 | Colombia | Cundinamarca | Bogotá D.C | Zona Suroccidental | Kennedy | NaN | NaN | NaN | 2.0 | NaN | NaN | 350000000.0 | COP | NaN | Apartamenton venta Zapan de castilla _ wasi3625614 | Apartamento en piso 6 con amplia iluminación natural. 81 M2 distribuidos en; Sala comedor, balcón, chimenea funcional a gas, 3 habitaciones cada una con closet, principal con vestier y baño privado, estudio, sala de Star , cocina integral a gas, zona de lavandería. Pisos totalmente laminados en cada espacio. Garaje cubierto. Apartamento ubicado a pocos minutos de la Av ciudad de cali costado oriental y a pocos minutos de la estación de Transmilenio Banderas. | Apartamento | Venta |
| 999995 | HogfsSTtBvNDJkf98/FGIw== | Propiedad | 2021-03-31 | 2021-05-18 | 2021-03-31 | 6.186412 | -75.658630 | Colombia | Antioquia | Medellín | San Antonio de Prado | NaN | NaN | NaN | 2.0 | 1.0 | NaN | NaN | 700000.0 | COP | NaN | APARTAMENTO EN ARRIENDO, SAN ANTONIO DE PRADO-PRADITO | Apartamento de 48 Mts2 ubicado en conjunto cerrado con excelentes zonas de esparcimiento y buenas rutas de acceso vial, espacios amplios e iluminados. Ubicado en excelente sector, cerca al parque industrial de prado | Apartamento | Arriendo |
| 999996 | 1LxE1UMbfMeW5Dv/z4rqJA== | Propiedad | 2021-03-31 | 2021-05-18 | 2021-03-31 | 6.186412 | -75.658630 | Colombia | Antioquia | Medellín | San Antonio de Prado | NaN | NaN | NaN | 2.0 | 1.0 | NaN | NaN | 700000.0 | COP | NaN | APARTAMENTO EN ARRIENDO, SAN ANTONIO DE PRADO-PRADITO | Apartamento de 48 Mts2 ubicado en conjunto cerrado con excelentes zonas de esparcimiento y buenas rutas de acceso vial, espacios amplios e iluminados. Ubicado en excelente sector, cerca al parque industrial de prado | Apartamento | Arriendo |
| 999997 | NEIrzJXLpHqPDIXwD+9r8w== | Propiedad | 2021-03-31 | 2021-05-07 | 2021-03-31 | 6.186412 | -75.658630 | Colombia | Antioquia | Medellín | San Antonio de Prado | NaN | NaN | NaN | 2.0 | 1.0 | NaN | NaN | 700000.0 | COP | NaN | APARTAMENTO EN ARRIENDO, SAN ANTONIO DE PRADO-PRADITO | Apartamento de 48 Mts2 ubicado en conjunto cerrado con excelentes zonas de esparcimiento y buenas rutas de acceso vial, espacios amplios e iluminados. Ubicado en excelente sector, cerca al Parque Industrial de Prado. \n\n | Apartamento | Arriendo |
| 999998 | fpxqXlGPqDwKhuZVQGxCPA== | Propiedad | 2021-03-31 | 9999-12-31 | 2021-03-31 | 11.015336 | -74.831347 | Colombia | Atlántico | Barranquilla | Paseo de la Castellana | NaN | NaN | NaN | 3.0 | 4.0 | NaN | NaN | 700000000.0 | COP | NaN | Casa en venta La Castellana | <b>Casa en venta La Castellana</b><br><br>Hermosa casa de 2 niveles, cocina tipo americano, 3 habitaciones cada una con baño, mas baño social, cuarto y baño de servicio, área de labores, patio, estudio cerrado con drybol que puede ser una cuarta habitación, balcón, 2 parqueaderos, conjunto con piscina, parque, gym, cancha múltiple, cerca a pricesmart, adm$387.000.<br /><br><br> Características adicionales: <br> <br><br> Ref#722557. | Casa | Venta |
| 999999 | ZU6bNwudfah9N7ma06509Q== | Propiedad | 2021-03-31 | 9999-12-31 | 2021-03-31 | 11.017029 | -74.834101 | Colombia | Atlántico | Barranquilla | Paseo de la Castellana | NaN | NaN | 3.0 | 3.0 | NaN | NaN | NaN | 645000000.0 | COP | NaN | VENTA DE APARTAMENTO EN ZONA EXCLUSIVA DEL NORTE DE BARRANQUILLA | HERMOSO APARTAMENTO UBICADO EN ZONA EXCLUSIVA DEL NORTE DE BARRANQUILLA CUENTA CON EXCELENTE Y AMPLIAS AREAS SOCIALES, PISCINA, GIMNASIO, SALON SOCIAL, PARQUE INFANTIL, CADA HABITACION TIENE SU BAÑO, AMPLIO, CON ILUMINACION NATURAL Y GRAN VENTILACION, SE ENTREGA CON AIRES EN LA SALA, CALENTADOR Y CORTINAS BLACKOUTS.\n | Apartamento | Venta |